Learning structured dictionaries for image representation. - Gianluca Monaci; Pierre Vandergheynst (ICIP, 2004)

Image compression with learnt tree-structured dictionaries. - Gianluca Monaci; Philippe Jost; Pierre Vandergheynst (MMSP, 2004)

Analysis of multimodal signals using redundant representations. - Gianluca Monaci; Òscar Divorra Escoda; Pierre Vandergheynst (ICIP (3), 2005)

Audiovisual Gestalts. - Gianluca Monaci; Pierre Vandergheynst (CVPR Workshops, 2006)

Learning Multi-modal Dictionaries: Application to Audiovisual Data. - Gianluca Monaci; Philippe Jost; Pierre Vandergheynst; Boris Mailhé; Sylvain Lesage; Rémi Gribonval (MRCS, 2006)

Analysis of multimodal sequences using geometric video representations. - Gianluca Monaci; Òscar Divorra Escoda; Pierre Vandergheynst (Signal Process., 2006)

Tracking Atoms with Particles for Audio-Visual Source Localization. - Gianluca Monaci; Pierre Vandergheynst; Emilio Maggio; Andrea Cavallaro (ICASSP (2), 2007)

Blind Audiovisual Source Separation using Sparse Representations. - Anna Llagostera Casanovas; Gianluca Monaci; Pierre Vandergheynst (ICIP (3), 2007)

Learning Multimodal Dictionaries. - Gianluca Monaci; Philippe Jost; Pierre Vandergheynst; Boris Mailhé; Sylvain Lesage; Rémi Gribonval (IEEE Trans. Image Process., 2007)

Learning sparse generative models of audiovisual signals. - Gianluca Monaci; Friedrich T. Sommer; Pierre Vandergheynst (EUSIPCO, 2008)

Blind audiovisual separation based on redundant representations. - Anna Llagostera Casanovas; Gianluca Monaci; Pierre Vandergheynst; Rémi Gribonval (ICASSP, 2008)

Geometric Video Approximation Using Weighted Matching Pursuit. - Òscar Divorra Escoda; Gianluca Monaci; Rosa M. Figueras i Ventura; Pierre Vandergheynst; Michel Bierlaire (IEEE Trans. Image Process., 2009)

Learning Bimodal Structure in Audio-Visual Data. - Gianluca Monaci; Pierre Vandergheynst; Friedrich T. Sommer (IEEE Trans. Neural Networks, 2009)

Blind Audiovisual Source Separation Based on Sparse Redundant Representations. - Anna Llagostera Casanovas; Gianluca Monaci; Pierre Vandergheynst; Rémi Gribonval (IEEE Trans. Multim., 2010)

Towards real-time audiovisual speaker localization. - Gianluca Monaci (EUSIPCO, 2011)

Ultrasound video analysis for understanding infant breastfeeding. - Gianluca Monaci; Mike Woolridge (ICIP, 2011)

ImagiLight: a vision approach to lighting scene setting. - Tommaso Gritti; Gianluca Monaci (ACM Multimedia, 2011)

Flower power. - Gianluca Monaci; Tommaso Gritti; Fabio Vignoli; Wouter Walmink; Maarten Hendriks (ACM Multimedia, 2011)

LumaFluid: A Responsive Environment to Stimulate Social Interaction in Public Spaces. - Gianluca Monaci; Tommaso Gritti; Martine van Beers; Ad Vermeulen; Bram Nab; Inge Thomassen; Marigo Heijboer; Sandra Suijkerbuijk; Wouter Walmink; Maarten Hendriks (AmI, 2012)

Indoor user zoning and tracking in passive infrared sensing systems. - Gianluca Monaci; Ashish Pandharipande (EUSIPCO, 2012)

Automatic Light Scene Setting Through Image-Based Sparse Light Effect Approximation. - Tommaso Gritti; Gianluca Monaci (IEEE Trans. Multim., 2012)

Semantic video scene segmentation and transfer. - Tommaso Gritti; Chris Damkat; Gianluca Monaci (Comput. Vis. Image Underst., 2014)

DiPCAN: Distilling Privileged Information for Crowd-Aware Navigation. - Gianluca Monaci; Michel Aractingi; Tomi Silander (Robotics: Science and Systems, 2022)

Learning Whom to Trust in Navigation: Dynamically Switching Between Classical and Neural Planning. - Sombit Dey; Assem Sadek; Gianluca Monaci; Boris Chidlovskii; Christian Wolf 001 (IROS, 2023)

Zero-BEV: Zero-shot Projection of Any First-Person Modality to BEV Maps. - Gianluca Monaci; Leonid Antsfeld; Boris Chidlovskii; Christian Wolf 001 (3DV, 2024)

Learning to Navigate Efficiently and Precisely in Real Environments. - Guillaume Bono; Hervé Poirier; Leonid Antsfeld; Gianluca Monaci; Boris Chidlovskii; Christian Wolf 001 (CVPR, 2024)

Learning with a Mole: Transferable latent spatial representations for navigation without reconstruction. - Guillaume Bono; Leonid Antsfeld; Assem Sadek; Gianluca Monaci; Christian Wolf 001 (ICLR, 2024)

Reasoning in Visual Navigation of End-to-end Trained Agents: A Dynamical Systems Approach. - Steeven Janny; Hervé Poirier; Leonid Antsfeld; Guillaume Bono; Gianluca Monaci; Boris Chidlovskii; Francesco Giuliari; Alessio Del Bue; Christian Wolf 001 (CVPR, 2025)

RANa: Retrieval-Augmented Navigation. - Gianluca Monaci; Rafael S. Rezende; Romain Deffayet; Gabriela Csurka; Guillaume Bono; Hervé Déjean; Stéphane Clinchant; Christian Wolf 001 (CoRR, 2025)

What does really matter in image goal navigation? - Gianluca Monaci; Philippe Weinzaepfel; Christian Wolf 001 (CoRR, 2025)